{"id":"W2761640332","doi":"","title":"Recommendations for evaluating social procurement policy within the Canadian Federal Government","year":2017,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Public Procurement and Policy","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Government procurement; Business; Public administration; Procurement; Political science; Marketing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002359503,0.0001079142,0.0001373003,0.0001642108,0.01408743,0.001119921,0.0005780335,0.00008279426,0.00004207633],"category_scores_gemma":[0.0007723649,0.0001051269,0.00006225419,0.0001631774,0.000274608,0.0007894314,0.0003205781,0.0004399331,0.0000114269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003745321,"about_ca_system_score_gemma":0.0004796072,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1727994,"about_ca_topic_score_gemma":0.07714381,"domain_scores_codex":[0.9984342,0.0000757844,0.0001352012,0.0002432505,0.0006956941,0.0004158446],"domain_scores_gemma":[0.9987584,0.0000914825,0.000329036,0.0002243022,0.000539607,0.00005717321],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001509349,0.0004850545,0.2532955,0.001582644,0.0009365111,0.00003233361,0.02389745,0.0001093345,0.00769567,0.448886,0.201857,0.05971319],"study_design_scores_gemma":[0.001749464,0.0002378643,0.06492118,0.0001115292,0.00005184104,0.000002040106,0.008289017,0.005433853,0.00006124463,0.004457625,0.9143749,0.000309417],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6354054,0.0001212094,0.0001655903,0.1341554,0.001229739,0.002023412,0.00001804457,0.000108546,0.2267727],"genre_scores_gemma":[0.9902163,0.000004777844,0.0001683828,0.0001036404,0.001991567,0.000006584791,0.00001322615,0.00001254249,0.007482963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.712518,"threshold_uncertainty_score":0.999917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0896707486574147,"score_gpt":0.335659781425784,"score_spread":0.2459890327683693,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}